{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "collapsed": true,
    "ExecuteTime": {
     "end_time": "2023-10-18T04:55:48.320821500Z",
     "start_time": "2023-10-18T04:55:48.310849800Z"
    }
   },
   "outputs": [],
   "source": [
    "## 导入数据集\n",
    "data_directory_train = 'F:/机器学习数据集/代码资源_PyTorch深度学习入门/CH4/data/train'\n",
    "data_directory_test = 'F:/机器学习数据集/代码资源_PyTorch深度学习入门/CH4/data/test'\n",
    "import torch\n",
    "import torchvision\n",
    "from torchvision import datasets,transforms\n",
    "import matplotlib.pyplot as plt"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "outputs": [],
   "source": [
    "data_transform={\n",
    "    'train':transforms.Compose([\n",
    "        transforms.Resize(230),\n",
    "        transforms.CenterCrop(224),\n",
    "        transforms.RandomHorizontalFlip(),\n",
    "        transforms.ToTensor(),\n",
    "        transforms.Normalize([0.5,0.5,0.5],[0.5,0.5,0.5])\n",
    "    ]),\n",
    "    'test':transforms.Compose([\n",
    "        transforms.Resize(230),\n",
    "        transforms.CenterCrop(224),\n",
    "        transforms.ToTensor(),\n",
    "        transforms.Normalize([0.5,0.5,0.5],[0.5,0.5,0.5])\n",
    "    ])\n",
    "}"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2023-10-18T04:48:50.589338600Z",
     "start_time": "2023-10-18T04:48:50.570340200Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "outputs": [],
   "source": [
    "trainset = datasets.ImageFolder(data_directory_train,transform=data_transform['train'])\n",
    "testset = datasets.ImageFolder(data_directory_test,transform=data_transform['test'])\n",
    "\n",
    "trainloader = torch.utils.data.DataLoader(trainset,batch_size=5,shuffle=True)\n",
    "testloader = torch.utils.data.DataLoader(testset,batch_size=5,shuffle=True)"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2023-10-18T04:59:33.013190400Z",
     "start_time": "2023-10-18T04:59:32.610532300Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "outputs": [
    {
     "data": {
      "text/plain": "<Figure size 640x480 with 1 Axes>",
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "def imshow(inputs):\n",
    "    inputs = inputs/2+0.5\n",
    "    inputs = inputs.numpy().transpose((1,2,0))\n",
    "    plt.imshow(inputs)\n",
    "    plt.show()\n",
    "\n",
    "inputs,classes = next(iter(trainloader))\n",
    "imshow(torchvision.utils.make_grid(inputs))"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2023-10-18T05:01:50.289579100Z",
     "start_time": "2023-10-18T05:01:47.887298600Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "1\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Clipping input data to the valid range for imshow with RGB data ([0..1] for floats or [0..255] for integers).\n"
     ]
    },
    {
     "data": {
      "text/plain": "<Figure size 640x480 with 1 Axes>",
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "img,label = trainset[266]\n",
    "print(label)\n",
    "plt.imshow(img.permute(1,2,0))\n",
    "plt.show()"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2023-10-18T05:47:16.632326200Z",
     "start_time": "2023-10-18T05:47:15.172562600Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "E:\\myAnaconda\\envs\\PyTorch\\lib\\site-packages\\torchvision\\models\\_utils.py:208: UserWarning: The parameter 'pretrained' is deprecated since 0.13 and may be removed in the future, please use 'weights' instead.\n",
      "  warnings.warn(\n",
      "E:\\myAnaconda\\envs\\PyTorch\\lib\\site-packages\\torchvision\\models\\_utils.py:223: UserWarning: Arguments other than a weight enum or `None` for 'weights' are deprecated since 0.13 and may be removed in the future. The current behavior is equivalent to passing `weights=AlexNet_Weights.IMAGENET1K_V1`. You can also use `weights=AlexNet_Weights.DEFAULT` to get the most up-to-date weights.\n",
      "  warnings.warn(msg)\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "AlexNet(\n",
      "  (features): Sequential(\n",
      "    (0): Conv2d(3, 64, kernel_size=(11, 11), stride=(4, 4), padding=(2, 2))\n",
      "    (1): ReLU(inplace=True)\n",
      "    (2): MaxPool2d(kernel_size=3, stride=2, padding=0, dilation=1, ceil_mode=False)\n",
      "    (3): Conv2d(64, 192, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2))\n",
      "    (4): ReLU(inplace=True)\n",
      "    (5): MaxPool2d(kernel_size=3, stride=2, padding=0, dilation=1, ceil_mode=False)\n",
      "    (6): Conv2d(192, 384, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))\n",
      "    (7): ReLU(inplace=True)\n",
      "    (8): Conv2d(384, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))\n",
      "    (9): ReLU(inplace=True)\n",
      "    (10): Conv2d(256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))\n",
      "    (11): ReLU(inplace=True)\n",
      "    (12): MaxPool2d(kernel_size=3, stride=2, padding=0, dilation=1, ceil_mode=False)\n",
      "  )\n",
      "  (avgpool): AdaptiveAvgPool2d(output_size=(6, 6))\n",
      "  (classifier): Sequential(\n",
      "    (0): Dropout(p=0.5, inplace=False)\n",
      "    (1): Linear(in_features=9216, out_features=4096, bias=True)\n",
      "    (2): ReLU(inplace=True)\n",
      "    (3): Dropout(p=0.5, inplace=False)\n",
      "    (4): Linear(in_features=4096, out_features=4096, bias=True)\n",
      "    (5): ReLU(inplace=True)\n",
      "    (6): Linear(in_features=4096, out_features=1000, bias=True)\n",
      "  )\n",
      ")\n"
     ]
    }
   ],
   "source": [
    "### 加载预训练模型\n",
    "from torchvision import models\n",
    "alexnet = models.alexnet(pretrained=True)\n",
    "print(alexnet)"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2023-10-18T05:07:39.773408100Z",
     "start_time": "2023-10-18T05:07:38.226589500Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "outputs": [],
   "source": [
    "import torch.nn as nn\n",
    "for param in alexnet.parameters():\n",
    "    param.requires_grad = False # 限制原有参数的更新\n",
    "\n",
    "alexnet.classifier = nn.Sequential(\n",
    "    nn.Dropout(),\n",
    "    nn.Linear(256*6*6,4096),\n",
    "    nn.ReLU(inplace=True),\n",
    "    nn.Dropout(),\n",
    "    nn.Linear(4096,4096),\n",
    "    nn.ReLU(inplace=True),\n",
    "    nn.Linear(4096,2)\n",
    ")"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2023-10-18T05:37:03.960227200Z",
     "start_time": "2023-10-18T05:37:03.479234400Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "outputs": [],
   "source": [
    "import torch.optim as optim\n",
    "criterizon = nn.CrossEntropyLoss()\n",
    "optimizer = optim.SGD(alexnet.parameters(),lr=0.001,momentum=0.9)\n",
    "CUDA = torch.cuda.is_available()\n",
    "if CUDA:\n",
    "    alexnet = alexnet.cuda()"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2023-10-18T05:37:09.926067800Z",
     "start_time": "2023-10-18T05:37:09.746076300Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "outputs": [],
   "source": [
    "def train(model,criterion,optimizer,epochs=1):\n",
    "    for epoch in range(epochs):\n",
    "        running_loss =0.0\n",
    "        for i,data in enumerate(trainloader,0):\n",
    "            inputs,labels = data\n",
    "            if CUDA:\n",
    "                inputs,labels = inputs.cuda(),labels.cuda()\n",
    "            optimizer.zero_grad()\n",
    "            outputs = model(inputs)\n",
    "            loss = criterion(outputs,labels)\n",
    "            loss.backward()\n",
    "            optimizer.step()\n",
    "            running_loss+=loss.item()\n",
    "            if i %10==9:\n",
    "                print('[Epoch:{}, Batch:{}, loss:{:.3f}'.format(epoch+1,i+1,running_loss/100))\n",
    "                running_loss =0.0\n",
    "    print('训练结束')\n",
    "\n",
    "\n",
    "def test(testloader,model):\n",
    "    correct=0\n",
    "    total=0\n",
    "    with torch.no_grad():\n",
    "        for data in testloader:\n",
    "            images,labels = data\n",
    "            if CUDA:\n",
    "                images,labels = images.cuda(),labels.cuda()\n",
    "            outputs = model(images)\n",
    "            _,pred = torch.max(outputs.data,dim=1)\n",
    "            total+=labels.size(0)\n",
    "            correct+= (pred==labels).sum()\n",
    "    print(\"测试集精度:{:.4f}%\".format(100*correct/total))"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2023-10-18T05:41:24.211827200Z",
     "start_time": "2023-10-18T05:41:24.195827Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[Epoch:1, Batch:10, loss:0.071\n",
      "[Epoch:1, Batch:20, loss:0.044\n",
      "[Epoch:1, Batch:30, loss:0.030\n",
      "[Epoch:1, Batch:40, loss:0.021\n",
      "[Epoch:1, Batch:50, loss:0.023\n",
      "[Epoch:1, Batch:60, loss:0.025\n",
      "[Epoch:1, Batch:70, loss:0.007\n",
      "[Epoch:1, Batch:80, loss:0.006\n",
      "[Epoch:2, Batch:10, loss:0.004\n",
      "[Epoch:2, Batch:20, loss:0.009\n",
      "[Epoch:2, Batch:30, loss:0.012\n",
      "[Epoch:2, Batch:40, loss:0.011\n",
      "[Epoch:2, Batch:50, loss:0.022\n",
      "[Epoch:2, Batch:60, loss:0.012\n",
      "[Epoch:2, Batch:70, loss:0.004\n",
      "[Epoch:2, Batch:80, loss:0.016\n",
      "训练结束\n"
     ]
    }
   ],
   "source": [
    "train(alexnet,criterion=criterizon,optimizer=optimizer,epochs=2)"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2023-10-18T05:37:59.270013400Z",
     "start_time": "2023-10-18T05:37:13.322667400Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "测试集精度:96.1165%\n"
     ]
    }
   ],
   "source": [
    "test(testloader,alexnet)"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2023-10-18T05:41:32.806422500Z",
     "start_time": "2023-10-18T05:41:27.522427100Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "tensor([[-3.1103,  3.3816]], device='cuda:0', grad_fn=<AddmmBackward0>)\n",
      "tensor([[-3.1103,  3.3816]], device='cuda:0')\n"
     ]
    }
   ],
   "source": [
    "output = alexnet(img.unsqueeze(0).cuda())\n",
    "print(output)\n",
    "print(output.data)"
   ],
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     "end_time": "2023-10-18T05:48:44.671129200Z",
     "start_time": "2023-10-18T05:48:44.610133200Z"
    }
   }
  },
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   "cell_type": "code",
   "execution_count": null,
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   "source": [],
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    "collapsed": false
   }
  }
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